BLAS-on-flash: An Efficient Alternative for Large Scale ML Training and Inference?
Suhas Jayaram SubramanyaHarsha Vardhan SimhadriSrajan GargAnil KagVenkatesh BalasubramanianPublished in: NSDI (2019)
Keyphrases
- structured prediction
- training set
- small scale
- maximum likelihood
- training process
- online learning
- training phase
- bayesian inference
- real world
- probabilistic inference
- bayesian networks
- knowledge base
- graphical models
- knowledge representation
- real life
- image processing
- e learning
- training algorithm
- information systems
- bayesian model
- database
- inference process
- highly optimized